Innovations
- New algorithms have been developed for CF as a result of the Netflix prize.
- Cross-System Collaborative Filtering where user profiles across multiple recommender systems are combined in a privacy preserving manner.
- Robust Collaborative Filtering, where recommendation is stable towards efforts of manipulation. This research area is still active and not completely solved.
Read more about this topic: Collaborative Filtering
Famous quotes containing the word innovations:
“Great innovations should not be forced on slender majorities.”
—Thomas Jefferson (1743–1826)
“By such innovations are languages enriched, when the words are adopted by the multitude, and naturalized by custom.”
—Miguel De Cervantes (1547–1616)